{"id":"W2805955114","doi":"10.12688/wellcomeopenres.14619.3","title":"Know Your Heart: Rationale, design and conduct of a cross-sectional study of cardiovascular structure, function and risk factors in 4500 men and women aged 35-69 years from two Russian cities, 2015-18","year":2018,"lang":"en","type":"preprint","venue":"Wellcome Open Research","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Norwegian Institute of Public Health; Medical Research Council; Socialdepartementet; Wellcome Trust; Universitetet i Tromsø","keywords":"Disease; Cardiovascular health; Population; Cross-sectional study; Gerontology; Medicine; Demography; Environmental health; Pathology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.119544,0.00272934,0.002239128,0.002282833,0.003917491,0.002021422,0.003050831,0.004895788,0.005004772],"category_scores_gemma":[0.06329671,0.003131273,0.00159589,0.002147281,0.00456223,0.001840592,0.002911094,0.003931811,0.00286883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002121248,"about_ca_system_score_gemma":0.01222161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003742648,"about_ca_topic_score_gemma":0.007043797,"domain_scores_codex":[0.9174249,0.06822011,0.004823254,0.003037963,0.005166667,0.001327174],"domain_scores_gemma":[0.9612678,0.01714407,0.003654494,0.006717344,0.007990383,0.003225989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1042447,0.07674937,0.2862389,0.03122836,0.002882476,0.006339622,0.04701097,0.01178809,0.01780274,0.08284091,0.07081684,0.2620569],"study_design_scores_gemma":[0.05717532,0.1166535,0.3073829,0.01922961,0.003267422,0.003140768,0.01865057,0.01370047,0.01057411,0.04555382,0.4035217,0.001149841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.03691736,0.001309028,0.03238022,0.003141804,0.001210134,0.9179627,0.003863232,0.00008472069,0.0031308],"genre_scores_gemma":[0.02768972,0.0005393262,0.06865462,0.002698478,0.0002787457,0.8983287,0.000768936,0.00001449536,0.001026965],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.119544,"threshold_uncertainty_score":0.6322165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2123240216030339,"score_gpt":0.4406571911213747,"score_spread":0.2283331695183408,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}